So the binding energy of an object is the amount of energy needed to move it an infinite distance away from another mass to essentially “escape” its gravitational field. But what happens if you give the object more energy than the binding energy. Will the object go “past infinity”?
I'd just like to slightly refine John and Mike's answers. If the initial kinetic energy equals or exceeds the binding energy, then the particle speed asymptotically approaches a constant, never stopping and "turning around". Of course, in the very special case that the KE equals the binding energy, that constant speed is precisely zero.
Note that though the particle never stops moving, it's always, always a finite distance from the other mass. Not only can it not go "past" infinity, it can't ever get there!
If the kinetic energy of the object is exactly the same as the binding energy, the object will slow as it leaves the gravity well and will come to a halt at infinity (i.e. far enough away for the gravity to be insignificant).
If the kinetic energy of the object is greater than the binding energy, the object will still slow as it leaves the gravity well, but it will settle down to a constant speed at infinity.
So the excess energy doesn't mean the object will go "past infinity", it just means that it's velocity settles to a constant value instead of becoming zero.